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Record W7093319103 · doi:10.23977/aetp.2025.090518

Dual-Dimensional Collaborative Teaching Reform of Single-Chip Microcomputer Principles Course for Technology Empowerment and Value Leadership

2025· article· W7093319103 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAdvances in Educational Technology and Psychology · 2025
Typearticle
Language
FieldSocial Sciences
TopicEducation and Vocational Training
Canadian institutionsnot available
FundersUniversity of Shanghai for Science and Technology
KeywordsContext (archaeology)EmpowermentIdeologyCourse (navigation)ComprehensionMicrocomputerValue (mathematics)

Abstract

fetched live from OpenAlex

This study focuses on the Single-Chip Microcomputer Principles course for Electrical Engineering and Automation. The objective is to explore effective methodologies for the organic integration of technical education with ideological and political education. In the context of teaching practice, the deep integration of technology and ideological and political education is advanced from the key dimensions of the application of domestic chips and the cultivation of craftsmanship spirit. The teaching effectiveness was evaluated through a series of activities, including prominent competitions. To date, students have been awarded over 100 prizes at the provincial level and above. The research findings indicate that the practice scenarios developed by pocket labs have led to a substantial enhancement in students' awareness of technology ethics. Furthermore, the study has revealed that students have acquired a more profound comprehension of the ethical responsibilities and values associated with technology.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.474
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0010.004
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.056
GPT teacher head0.426
Teacher spread0.370 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it